• Title/Summary/Keyword: CDF Scheduling

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On the Starvation Period of CDF-Based Scheduling over Markov Time-Varying Channels

  • Kim, Yoora
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.41 no.8
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    • pp.924-927
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    • 2016
  • In this paper, we consider a cumulative distribution function (CDF)-based opportunistic scheduling for downlink transmission in a cellular network consisting of a base station and multiple mobile stations. We present a closed-form formula for the average starvation period of each mobile station (i.e., the length of the time interval between two successive scheduling points of a mobile station) over Markov time-varying channels. Based on our formula, we investigate the starvation period of the CDF-based scheduling for various system parameters.

Outage Performance of Uplink NOMA Systems with CDF Scheduling (CDF 스케쥴링을 적용한 상향링크 NOMA 시스템의 오수신 성능)

  • Kim, Nam-Soo
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.21 no.4
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    • pp.37-42
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    • 2021
  • NOMA (Non-orthogonal multiple Access) system has been focused on the next generation cellular system for higher spectral efficiency. However, this requires user scheduling as the NOMA system is a multi-user system which accesses simultaneously. There are two representative scheduling schemes, proportionate scheduling (FP) and cumulative distribution function (CFD) scheduling. The PF scheduling is applied, the cell edge user is hard to obtain a transmit opportunity. Recently, CDF scheduling is obviously noted that it offers the same possibility of transmission for a user regardless of the location in a cell. We consider an uplink NOMA system with CDF scheduling, and obtain the channel access probabilities, the outage probabilities of the system with different number of users and different kinds of weights through simulation. The results indicate that the likelihood of each user accessing the channel is the same and the probability of failure decreases as the number of users increases. We found that the effect of the probability of failure is negligible as the weight of the cell edge user increases.

Queueing Performance Analysis of CDF-Based Scheduling over Markov Fading Channels

  • Kim, Yoora
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.41 no.10
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    • pp.1240-1243
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    • 2016
  • In this paper, we analyze the queueing performance of cumulative distribution function (CDF)-based opportunistic scheduling over Nakagami-m Markov fading channels. We derive the formula for the average queueing delay and the queue length distribution by constructing a two-dimensional Markov chain. Using our formula, we investigate the queueing performance for various fading parameters.

Performance Analysis of Coordinated Multi-Point with Scheduling and Precoding schemes in LTE-Advanced System (LTE-Advanced 시스템에서 스케줄링 및 프리코딩을 결합한 다중 포인트 협력 통신 기법의 성능 분석)

  • Kim, Bora;Moon, Sangmi;Malik, Saransh;Kim, Cheolsung;Hwang, Intae
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.7
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    • pp.27-33
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    • 2013
  • In this paper, we design and analyze the performance of Coordinated Multi-Point (CoMP) techniques to the number of users for next-generation cellular systems. We perform Monte Carlo simulations with Long Term Evolution-Advanced (LTE-Advanced) and confirm the performance from the graph of the Cumulative Distribution Function (CDF). From simulation results, we show the significant performance gain when CoMP technique is used and also show better performance when we apply the various schemes additionally as scheduling and precoding.

Performance Analysis of CoMP with Scheduling and Precoding Techniques in the HetNet System (이종 네트워크에서 스케줄링 및 프리코딩을 결합한 다중 포인트 협력 통신 기술의 성능 분석)

  • Kim, Bora;Moon, Sangmi;Malik, Saransh;Kim, Cheolsung;Hwang, Intae
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.8
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    • pp.45-52
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    • 2013
  • Coordinated Multi-Point (CoMP) is considered as a technology in the 3rd Generation Partnership Project(3GPP) Long Term Evolution-Advanced (LTE-A) system. In this paper, we design and analyze the performance of the Coordinated Beamforming (CB) technique, which is one major category of CoMP. We perform Monte Carlo simulations with a Heterogeneous Network (HetNet) in LTE-A, and confirm the performance through a graph of the Cumulative Distribution Function (CDF). From the simulation results, we show significant performance gain with the CoMP technique, and better performance when we apply various schemes of scheduling and precoding.